{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "黄金价格总涨幅: 91.79%\n",
      "黄金价格年化涨幅: 13.41%\n",
      "定投黄金市值总涨幅: 57.05%\n",
      "定投黄金市值年化涨幅: 9.12%\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import akshare as ak\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "from datetime import datetime\n",
    "\n",
    "# 置顶变量\n",
    "start_date = \"20200101\"  # 开始时间\n",
    "end_date = datetime.today().strftime(\"%Y%m%d\")  # 结束时间，获取当前时间\n",
    "dca_interval = \"2W\"  # 定投时间间隔，修改为每两周\n",
    "base_amount = 1000  # 基础定投金额，修改为1000\n",
    "min_investment = 50000  # 最低投资金额 5 万元\n",
    "\n",
    "# 获取黄金价格数据\n",
    "gold_data = ak.futures_main_sina(symbol=\"AU0\", start_date=start_date, end_date=end_date)\n",
    "\n",
    "# 处理数据\n",
    "gold_data[\"日期\"] = pd.to_datetime(gold_data[\"日期\"])\n",
    "gold_data.set_index(\"日期\", inplace=True)\n",
    "gold_data = gold_data.resample(dca_interval).last()  # 按定投间隔取最后一天的价格\n",
    "\n",
    "# 设定基准价格（过去6个定投周期平均价）\n",
    "gold_data[\"基准价格\"] = gold_data[\"收盘价\"].rolling(window=6, min_periods=1).mean().shift(1)\n",
    "\n",
    "\n",
    "# 极大跌幅（>5%下跌）：定投金额增加30%。\n",
    "# 较大跌幅（2%-5%下跌）：定投金额增加15%。\n",
    "# 轻微波动（-2%到2%之间）：定投金额增加5%。\n",
    "# 较大涨幅（2%-5%上涨）：定投金额减少15%。\n",
    "# 极大涨幅（>5%上涨）：定投金额减少30%。\n",
    "\n",
    "# 定投金额计算\n",
    "def compute_investment(price, ref_price):\n",
    "    pct_change = (price - ref_price) / ref_price\n",
    "    if pct_change <= -0.05:\n",
    "        investment = base_amount * 1.3\n",
    "    elif pct_change <= -0.02:\n",
    "        investment = base_amount * 1.15\n",
    "    elif pct_change < 0.02:\n",
    "        investment = base_amount * 1.05\n",
    "    elif pct_change < 0.05:\n",
    "        investment = base_amount * 0.85\n",
    "    else:\n",
    "        investment = base_amount * 0.7\n",
    "    # 确保定投金额不低于5万元\n",
    "    return max(investment, min_investment)\n",
    "\n",
    "gold_data[\"定投金额\"] = gold_data.apply(lambda row: compute_investment(row[\"收盘价\"], row[\"基准价格\"]), axis=1)\n",
    "gold_data[\"累计投资\"] = gold_data[\"定投金额\"].cumsum()\n",
    "gold_data[\"购买克数\"] = gold_data[\"定投金额\"] / gold_data[\"收盘价\"]\n",
    "gold_data[\"累计克数\"] = gold_data[\"购买克数\"].cumsum()\n",
    "gold_data[\"当前总价值\"] = gold_data[\"累计克数\"] * gold_data[\"收盘价\"]\n",
    "gold_data[\"收益\"] = gold_data[\"当前总价值\"] - gold_data[\"累计投资\"]\n",
    "\n",
    "# 计算黄金价格总涨幅和年化涨幅\n",
    "start_price = gold_data[\"收盘价\"].iloc[0]  # 初始价格\n",
    "end_price = gold_data[\"收盘价\"].iloc[-1]  # 结束价格\n",
    "total_growth = (end_price - start_price) / start_price * 100  # 总涨幅\n",
    "years = (gold_data.index[-1] - gold_data.index[0]).days / 365.25  # 投资时长（年）\n",
    "annual_growth = ((end_price / start_price) ** (1 / years) - 1) * 100  # 年化涨幅\n",
    "\n",
    "# 打印黄金价格涨幅\n",
    "print(f\"黄金价格总涨幅: {total_growth:.2f}%\")\n",
    "print(f\"黄金价格年化涨幅: {annual_growth:.2f}%\")\n",
    "\n",
    "# 计算定投黄金市值的总涨幅和年化涨幅（基于每次定投的金额和当时价格）\n",
    "start_investment_value = gold_data[\"累计投资\"].iloc[-1]  # 定投结束时的累计投资金额\n",
    "end_investment_value = gold_data[\"当前总价值\"].iloc[-1]  # 最终的定投市值\n",
    "\n",
    "# 计算定投的总涨幅\n",
    "total_investment_growth = (end_investment_value - start_investment_value) / start_investment_value * 100  # 总涨幅\n",
    "\n",
    "# 计算定投的年化涨幅\n",
    "annual_investment_growth = ((end_investment_value / start_investment_value) ** (1 / years) - 1) * 100  # 年化涨幅\n",
    "\n",
    "# 打印定投黄金的市值涨幅\n",
    "print(f\"定投黄金市值总涨幅: {total_investment_growth:.2f}%\")\n",
    "print(f\"定投黄金市值年化涨幅: {annual_investment_growth:.2f}%\")\n",
    "\n",
    "# 绘制黄金价格、定投成本、投资市值曲线\n",
    "fig, ax1 = plt.subplots(figsize=(12, 6))\n",
    "\n",
    "# 左侧 Y 轴：黄金价格\n",
    "ax1.set_xlabel(\"日期\")\n",
    "ax1.set_ylabel(\"黄金价格 (元/克)\", color=\"gold\")\n",
    "ax1.plot(gold_data.index, gold_data[\"收盘价\"], label=\"黄金价格\", color=\"gold\")\n",
    "ax1.tick_params(axis=\"y\", labelcolor=\"gold\")\n",
    "\n",
    "# 右侧 Y 轴：定投成本 & 投资市值\n",
    "ax2 = ax1.twinx()\n",
    "ax2.set_ylabel(\"金额 (元)\", color=\"tab:blue\")\n",
    "ax2.plot(gold_data.index, gold_data[\"累计投资\"], label=\"定投成本\", linestyle=\"--\", color=\"tab:blue\")\n",
    "ax2.plot(gold_data.index, gold_data[\"当前总价值\"], label=\"投资市值\", linestyle=\"-\", color=\"tab:green\")\n",
    "ax2.tick_params(axis=\"y\", labelcolor=\"tab:blue\")\n",
    "\n",
    "# 使用 fig.legend() 合并图例，并放在左 y 轴的右边\n",
    "fig.legend(loc='upper left', bbox_to_anchor=(1, 1), borderaxespad=0.)\n",
    "\n",
    "# 图表标题\n",
    "plt.title(\"黄金价格、定投成本及投资市值趋势\")\n",
    "plt.xticks(rotation=-90)  # 旋转x轴标签\n",
    "plt.grid()\n",
    "\n",
    "plt.show()\n"
   ]
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    "好的！既然你只考虑**黄金价格的涨跌**，而不涉及其他资产组合，我们可以设计一个**基于黄金价格动态平衡的定投策略**。这个策略的核心是：**根据黄金价格的涨跌，动态调整定投金额，低位多投，高位少投**。\n",
    "\n",
    "---\n",
    "\n",
    "### **策略名称：黄金价格动态平衡定投策略**\n",
    "\n",
    "---\n",
    "\n",
    "### **1. 设定基准价格**\n",
    "- **基准价格**：选择一个参考价格作为基准（比如过去6个月的平均价格，或者当前的市价）。\n",
    "- **定投频率**：每月定投一次。\n",
    "- **调整规则**：根据当前黄金价格与基准价格的涨跌幅度，动态调整定投金额。\n",
    "\n",
    "---\n",
    "\n",
    "### **2. 动态调整规则**\n",
    "- **价格下跌**：当前价格低于基准价格，增加定投金额（认为黄金处于低位，适合多投）。\n",
    "- **价格上涨**：当前价格高于基准价格，减少定投金额（认为黄金处于高位，适合少投）。\n",
    "- **价格持平**：当前价格接近基准价格，保持正常定投金额。\n",
    "\n",
    "具体规则如下：\n",
    "- **跌幅 ≥ 10%**：定投金额增加50%。\n",
    "- **跌幅 5%-10%**：定投金额增加25%。\n",
    "- **跌幅 < 5%**：定投金额增加10%。\n",
    "- **涨幅 < 5%**：定投金额减少10%。\n",
    "- **涨幅 5%-10%**：定投金额减少25%。\n",
    "- **涨幅 ≥ 10%**：定投金额减少50%。\n",
    "\n",
    "---\n",
    "\n",
    "### **3. 示例**\n",
    "假设：\n",
    "- **基准价格**：400元/克。\n",
    "- **基础定投金额**：每月1000元。\n",
    "\n",
    "#### **场景1：当前价格下跌**\n",
    "- **当前价格**：360元/克（比基准价格低10%）。\n",
    "- **调整规则**：跌幅 ≥ 10%，定投金额增加50%。\n",
    "- **定投金额**：1000元 × 1.5 = 1500元。\n",
    "\n",
    "#### **场景2：当前价格上涨**\n",
    "- **当前价格**：440元/克（比基准价格高10%）。\n",
    "- **调整规则**：涨幅 ≥ 10%，定投金额减少50%。\n",
    "- **定投金额**：1000元 × 0.5 = 500元。\n",
    "\n",
    "#### **场景3：当前价格持平**\n",
    "- **当前价格**：405元/克（比基准价格高1.25%）。\n",
    "- **调整规则**：涨幅 < 5%，定投金额减少10%。\n",
    "- **定投金额**：1000元 × 0.9 = 900元。\n",
    "\n",
    "---\n",
    "\n",
    "### **4. 策略注意事项**\n",
    "1. **基准价格更新**：可以每半年或每年更新一次基准价格，以反映最新的市场情况。\n",
    "2. **定投纪律性**：无论价格涨跌，每月按时定投，保持长期投资的心态。\n",
    "3. **灵活调整**：如果黄金价格波动较大，可以适当调整规则（如将涨跌幅度区间缩小）。\n",
    "4. **资金管理**：确保动态调整后的定投金额在你的资金承受范围内。\n",
    "\n",
    "---\n",
    "\n",
    "### **5. 示例表格**\n",
    "以下是一个简单的动态平衡定投示例表格：\n",
    "\n",
    "| 时间       | 基准价格 | 当前价格 | 涨跌幅   | 调整规则         | 定投金额 |\n",
    "|------------|----------|----------|----------|------------------|----------|\n",
    "| 第1个月    | 400元/克 | 360元/克 | -10%     | 定投金额增加50%  | 1500元   |\n",
    "| 第2个月    | 400元/克 | 440元/克 | +10%     | 定投金额减少50%  | 500元    |\n",
    "| 第3个月    | 400元/克 | 405元/克 | +1.25%   | 定投金额减少10%  | 900元    |\n",
    "| 第4个月    | 400元/克 | 380元/克 | -5%      | 定投金额增加25%  | 1250元   |\n",
    "\n",
    "---\n",
    "\n",
    "### **总结**\n",
    "这个**黄金价格动态平衡定投策略**简单易懂，只考虑黄金价格的涨跌，通过动态调整定投金额，低位多投，高位少投，帮助你降低平均成本，提高长期收益。关键是要坚持纪律性，定期执行策略！"
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